Live 2020 Election Turnout Tracker

Welcome to the Sixty-Six Wards Turnout Tracker! Voters across Philadelphia are sharing their turnout to support citizen science.

First, vote! Then, share your division and Voter Number at http://bit.ly/sixtysixturnout.

Live Results

As of 12:15 PM, 221 voters in 27 wards have shared their voter number. I estimate that 192,497 people have voted in person across the city (95% Confidence Interval: 155,503 - 218,558). In addition, 346,196 mail-in ballots have already been returned, and 89,200 are still outstanding.

Maps

I use historic correlations among divisions’ turnout to estimate turnout in the divisions with no data yet. I simultaneously estimate (1) the overall city-wide turnout, (2) divisions’ over-/under-performance, and (3) the city-wide time pattern of voting. See the Methodology.

Total Turnout (In-Person + Mail-In)

In-Person Turnout

Mail-In Requests

Mail-In Ballots Returned

Raw Responses (for debugging)

Submissions

Data Tables

For those of you who like tables with numbers.

Estimated Turnout by Ward
ward time_of_day turnout turnout_p025 turnout_p975
01 12:15 PM 2817 c(2.5% = 2509) c(97.5% = 2943)
02 12:15 PM 4552 c(2.5% = 4010) c(97.5% = 4908)
03 12:15 PM 2431 c(2.5% = 1932) c(97.5% = 2974)
04 12:15 PM 2411 c(2.5% = 1817) c(97.5% = 2950)
05 12:15 PM 6623 c(2.5% = 5695) c(97.5% = 7326)
06 12:15 PM 1662 c(2.5% = 1393) c(97.5% = 1995)
07 12:15 PM 1514 c(2.5% = 838) c(97.5% = 2162)
08 12:15 PM 6198 c(2.5% = 5311) c(97.5% = 6745)
09 12:15 PM 2931 c(2.5% = 2656) c(97.5% = 3178)
10 12:15 PM 3542 c(2.5% = 2949) c(97.5% = 4420)
11 12:15 PM 1519 c(2.5% = 1123) c(97.5% = 1929)
12 12:15 PM 2665 c(2.5% = 2116) c(97.5% = 3296)
13 12:15 PM 2384 c(2.5% = 1843) c(97.5% = 2983)
14 12:15 PM 1081 c(2.5% = 913) c(97.5% = 1264)
15 12:15 PM 3241 c(2.5% = 2841) c(97.5% = 3474)
16 12:15 PM 1262 c(2.5% = 891) c(97.5% = 1580)
17 12:15 PM 2937 c(2.5% = 2291) c(97.5% = 3643)
18 12:15 PM 2796 c(2.5% = 2287) c(97.5% = 3034)
19 12:15 PM 1146 c(2.5% = 697) c(97.5% = 1541)
20 12:15 PM 1198 c(2.5% = 849) c(97.5% = 1484)
21 12:15 PM 7136 c(2.5% = 5794) c(97.5% = 7786)
22 12:15 PM 3881 c(2.5% = 3425) c(97.5% = 4570)
23 12:15 PM 2232 c(2.5% = 1604) c(97.5% = 2654)
24 12:15 PM 1944 c(2.5% = 1487) c(97.5% = 2307)
25 12:15 PM 1837 c(2.5% = 1229) c(97.5% = 2240)
26 12:15 PM 2745 c(2.5% = 2191) c(97.5% = 2990)
27 12:15 PM 3632 c(2.5% = 2467) c(97.5% = 4244)
28 12:15 PM 1341 c(2.5% = 956) c(97.5% = 1713)
29 12:15 PM 1402 c(2.5% = 1175) c(97.5% = 1619)
30 12:15 PM 2930 c(2.5% = 2627) c(97.5% = 3247)
31 12:15 PM 2494 c(2.5% = 2101) c(97.5% = 2653)
32 12:15 PM 2252 c(2.5% = 1618) c(97.5% = 2782)
33 12:15 PM 1822 c(2.5% = 1046) c(97.5% = 2470)
34 12:15 PM 5119 c(2.5% = 4308) c(97.5% = 6026)
35 12:15 PM 3431 c(2.5% = 2416) c(97.5% = 4057)
36 12:15 PM 4246 c(2.5% = 3602) c(97.5% = 4775)
37 12:15 PM 1435 c(2.5% = 997) c(97.5% = 1778)
38 12:15 PM 2580 c(2.5% = 2168) c(97.5% = 2915)
39 12:15 PM 5289 c(2.5% = 4167) c(97.5% = 5641)
40 12:15 PM 5319 c(2.5% = 4105) c(97.5% = 6401)
41 12:15 PM 2019 c(2.5% = 1378) c(97.5% = 2499)
42 12:15 PM 2592 c(2.5% = 1777) c(97.5% = 3267)
43 12:15 PM 1973 c(2.5% = 1275) c(97.5% = 2565)
44 12:15 PM 1623 c(2.5% = 1224) c(97.5% = 1973)
45 12:15 PM 2329 c(2.5% = 1648) c(97.5% = 2799)
46 12:15 PM 3240 c(2.5% = 2907) c(97.5% = 3736)
47 12:15 PM 1007 c(2.5% = 775) c(97.5% = 1205)
48 12:15 PM 2380 c(2.5% = 1860) c(97.5% = 2791)
49 12:15 PM 2950 c(2.5% = 2273) c(97.5% = 3578)
50 12:15 PM 4203 c(2.5% = 3637) c(97.5% = 4986)
51 12:15 PM 2652 c(2.5% = 2087) c(97.5% = 3296)
52 12:15 PM 3302 c(2.5% = 2885) c(97.5% = 3939)
53 12:15 PM 2304 c(2.5% = 1592) c(97.5% = 2793)
54 12:15 PM 1637 c(2.5% = 1001) c(97.5% = 2097)
55 12:15 PM 2629 c(2.5% = 1828) c(97.5% = 3247)
56 12:15 PM 3900 c(2.5% = 2905) c(97.5% = 4636)
57 12:15 PM 3439 c(2.5% = 2559) c(97.5% = 3973)
58 12:15 PM 5738 c(2.5% = 4240) c(97.5% = 6713)
59 12:15 PM 2876 c(2.5% = 2359) c(97.5% = 3459)
60 12:15 PM 2274 c(2.5% = 1858) c(97.5% = 2757)
61 12:15 PM 3525 c(2.5% = 2743) c(97.5% = 4314)
62 12:15 PM 2456 c(2.5% = 1591) c(97.5% = 3082)
63 12:15 PM 3281 c(2.5% = 2604) c(97.5% = 3703)
64 12:15 PM 1803 c(2.5% = 1317) c(97.5% = 2174)
65 12:15 PM 2674 c(2.5% = 2057) c(97.5% = 3100)
66 12:15 PM 5711 c(2.5% = 4391) c(97.5% = 6577)

Raw Submissions

Submitted Data
Time of Vote Precinct Voter Number
7:10 AM 5107 2
7:41 AM 0537 24
7:42 AM 0501 14
7:43 AM 0828 33
7:03 AM 2714 2
7:40 AM 1508 38
7:48 AM 1503 38
7:48 AM 1503 38
7:25 AM 0214 16
7:56 AM 3636 33
7:13 AM 0218 9
8:07 AM 4603 27
8:16 AM 0218 60
8:18 AM 0222 68
8:10 AM 1810 36
8:20 AM 3635 57
8:30 AM 3110 55
8:32 AM 0532 69
8:30 AM 2707 45
8:32 AM 2702 48
8:15 AM 3901 52
8:15 AM 3640 64
8:38 AM 3638 55
8:38 AM 3637 31
8:42 AM 0525 64
8:40 AM 0501 36
7:30 AM 0202 28
8:40 AM 0537 56
8:12 AM 4616 41
8:35 AM 3909 65
8:43 AM 0517 69
8:49 AM 0834 73
8:49 AM 0206 69
8:50 AM 0828 77
8:07 AM 0801 40
7:30 AM 3640 31
7:30 AM 3104 29
8:50 AM 0213 25
8:40 AM 2717 56
8:45 AM 2101 47
8:25 AM 3945 52
7:48 AM 1503 38
7:48 AM 1503 38
9:02 AM 1503 92
7:15 AM 0902 12
8:40 AM 2717 56
7:01 AM 0807 13
9:09 AM 4701 73
8:50 AM 0213 25
9:10 AM 1514 81
7:55 AM 1517 30
9:00 AM 3914 40
8:00 AM 5702 60
8:30 AM 2105 91
8:30 AM 2105 91
9:15 AM 2714 51
8:15 AM 2605 56
9:20 AM 3637 100
9:20 AM 3638 79
8:30 AM 0521 92
9:20 AM 0532 112
9:15 AM 1802 73
9:24 AM 2911 62
9:03 AM 0229 95
9:23 AM 0812 138
8:50 AM 0828 77
9:00 AM 3107 100
9:15 AM 3639 86
9:15 AM 0120 76
9:30 AM 0308 109
9:30 AM 0807 98
9:25 AM 3610 84
9:34 AM 0818 50
9:34 AM 0818 50
9:35 AM 0817 107
8:40 AM 1514 68
8:00 AM 0106 69
8:40 AM 1514 68
9:38 AM 6008 49
9:30 AM 3636 108
7:15 AM 0114 9
9:46 AM 3111 104
9:47 AM 0204 72
9:50 AM 0505 92
9:55 AM 0528 148
9:45 AM 0224 110
9:45 AM 0224 109
7:45 AM 0517 35
9:58 AM 3636 120
9:49 AM 2212 74
8:00 AM 0817 100
10:05 AM 1503 129
10:02 AM 0517 135
8:15 AM 3516 56
7:20 AM 2217 17
8:15 AM 3516 56
7:40 AM 2105 45
10:00 AM 0110 97
9:40 AM 0222 97
10:00 AM 2622 82
10:03 AM 3006 101
8:15 AM 2619 77
10:02 AM 0835 100
10:18 AM 3104 156
10:20 AM 4701 114
7:45 AM 0516 41
10:18 AM 0515 420
8:28 AM 0516 70
9:50 AM 0505 92
10:15 AM 3641 78
9:50 AM 0505 92
10:29 AM 0509 188
10:30 AM 1513 95
8:00 AM 2113 13
10:39 AM 0537 108
10:40 AM 0501 75
10:15 AM 3115 144
10:10 AM 4603 60
9:45 AM 1517 101
10:40 AM 0206 115
10:42 AM 0505 117
10:44 AM 0834 93
9:30 AM 0807 98
10:45 AM 0807 115
10:45 AM 1503 147
10:45 AM 0309 129
10:40 AM 3629 76
10:52 AM 1717 90
10:52 AM 1717 90
7:30 AM 1802 38
10:50 AM 2706 156
10:45 AM 2713 96
10:02 AM 4622 131
11:00 AM 2707 86
11:11 AM 3103 151
11:10 AM 3113 101
8:30 AM 0201 103
8:40 AM 0824 57
11:07 AM 6008 67
8:00 AM 4601 37
11:00 AM 2208 91
9:00 AM 0822 1
11:00 AM 2101 131
10:00 AM 0101 79
10:00 AM 0102 90
10:00 AM 0103 136
10:00 AM 0104 92
10:00 AM 0105 45
10:00 AM 0106 93
10:00 AM 0107 40
10:00 AM 0108 89
10:00 AM 0109 83
10:00 AM 0110 104
10:00 AM 0111 86
10:00 AM 0112 69
10:00 AM 0113 122
10:00 AM 0114 85
10:00 AM 0115 139
10:00 AM 0116 68
10:00 AM 0117 79
10:00 AM 0118 121
10:00 AM 0119 75
10:00 AM 0120 106
10:00 AM 0121 130
11:17 AM 3943 119
11:00 AM 1811 150
11:18 AM 4701 135
11:00 AM 3103 5
11:15 AM 0526 175
11:00 AM 5904 142
8:30 AM 0504 105
11:22 AM 1503 156
9:02 AM 0120 63
8:10 AM 0819 60
11:29 AM 0213 47
9:15 AM 0904 69
11:30 AM 3914 140
11:30 AM 4920 110
10:00 AM 3945 156
11:00 AM 0102 111
11:00 AM 0108 105
11:00 AM 0109 89
11:00 AM 0107 54
11:30 AM 0833 124
11:00 AM 0104 120
7:50 AM 4622 31
11:00 AM 0105 47
11:30 AM 1810 140
11:39 AM 0834 106
11:32 AM 0116 99
11:43 AM 0537 122
11:43 AM 0501 99
11:45 AM 2702 88
11:40 AM 4808 118
11:53 AM 0528 194
11:45 AM 1815 121
11:45 AM 1816 192
11:45 AM 1817 193
11:45 AM 0217 111
11:50 AM 3610 112
11:50 AM 0217 112
12:00 PM 3637 153
12:00 PM 3638 118
9:40 AM 0218 88
12:05 PM 0110 127
9:20 AM 0803 123
9:22 AM 0803 125
11:00 AM 0209 104
7:22 AM 0506 9
12:01 PM 0101 96
12:01 PM 0103 164
12:00 PM 2125 127
12:01 PM 0107 69
12:01 PM 0110 127
12:01 PM 0114 128
12:01 PM 0115 191
12:01 PM 0117 175
12:01 PM 0119 166
12:15 PM 1503 175
12:01 PM 0121 160
10:00 AM 2702 65

Download the csvs: - Raw Submissions - Division Predictions